Research Article
A New SVM Multiclass Incremental Learning Algorithm
Table 3
Training time and testing time of three algorithms.
| Learning | Algorithm | Training time (ms) | Testing time (ms) |
| Original | SSVMIL | 157 | 187 | HEIL | 166 | 154 | MSVMIL | 159 | 162 |
| 1st increment | SSVMIL | 141 | 129 | HEIL | 167 | 115 | MSVMIL | 143 | 118 |
| 2nd increment | SSVMIL | 140 | 125 | HEIL | 158 | 102 | MSVMIL | 142 | 104 |
| 3rd increment | SSVMIL | 156 | 127 | HEIL | 179 | 112 | MSVMIL | 158 | 114 |
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